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NatRevMD

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Join our physician-owned medical billing community for expert tips and insights to boost your revenue! 🚀✨

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5 contributions to AI Automation Society
Handwritted PDF --> Excel
Hi all, I have tried Llama Cloud and a few other options to try and take a very messy PDF with a mix of typed and hand written words to an excel spreadsheet. These are patient manifests from a hospital with doctor handwriting on them (you can imagine what I am getting) and just can't for the life of me figure out a way to teach these tools to capture the right information. Does anyone have experience with this? I have searched the past posts but I have tried those tools and I feel like how unstructured it is is a mess. Thank you!!
0 likes • 2h
@Chad Samuel thank you! The file is essentially a printed off list of patients from a hospital. The doctor is then handwriting their notes and coding for medical billing.
0 likes • 47m
@Chad Samuel Sounds great. I shot you a DM. I am on whatsapp as well.
🚀 Workflow Ready: Daily Content Creator Agent 🚀
Best way to test our workflows is on ourselves and then wait for the magic to happen. That’s exactly what I’m doing with this setup! Excited to share that I’ve just set up a new automation workflow designed to help with daily content creation! 🎯 🔹 How it works: - Triggers automatically every day at 8:00 AM - Generates content ideas around content creation & automation - Tailored for solopreneurs, entrepreneurs, creators, and digital-first founders - Goal: to make it easier to grow and manage an online presence consistently 🔹 Why this matters:Content consistency is one of the biggest challenges for solopreneurs and digital-first businesses. This workflow eliminates that friction by ensuring fresh, valuable content is ready every day. 💡 This is just the beginning. I’ll be expanding this workflow further with AI-driven personalization, LinkedIn posting, and automation add-ons. 👉 Excited to hear your thoughts — what would you like to see next in this workflow? If you’re excited to see this in action, drop a “creator” in the comments and I’ll share behind-the-scenes updates!
🚀 Workflow Ready: Daily Content Creator Agent 🚀
2 likes • 14h
Creator! Thanks for sharing.
🧐 Turn PDFs into Clean, LLM-Ready Data
PDFs lock content into complex layouts, making it difficult for LLMs to process text, tables, and images effectively. Dolphin is an open source parsing framework that converts PDFs into structured formats such as Markdown, HTML, LaTeX, and JSON. 🛠️ How It Works 1. Layout analysis - Detects and sequences elements according to the document’s natural reading order. 2. Parallel parsing - Processes each element with specialized prompts tailored to different content types (text blocks, tables, figures, etc.). 🗝️ Key Features - Two-stage “analyze-then-parse” pipeline powered by a single VLM - Strong performance on complex document parsing tasks - Reading-order-aware element sequencing - Specialized prompts for different document elements - Efficient parallel parsing for faster results It’s 100% Open Source 🙌🏻 Github Repo
1 like • 17h
Is this good enough to take PDFs with hospital/patient lists that are typed with doctor handwriting all over it into an excel with structured data?
We're Falling Behind
Yesterday, I had a conversation at my youngest son's hospitality school that left me genuinely shocked. My question: "What's the AI program at your school?" Their answer: "Nothing." My follow-up: "Are you planning to change this for next year?" Their answer: "No." This is happening in the Netherlands. In 2025. In an industry that is being transformed at breakneck speed. The hospitality industry is changing FAST: - AI-powered booking systems are becoming standard - Guest personalization through AI is the new expectation - Revenue management is increasingly automated - Customer service chatbots are handling initial interactions - Operations are being optimized through predictive analytics Yet our hospitality schools are sending students into the workforce with zero AI literacy. No understanding of the tools that will define their careers. No training on how to work alongside these systems. No preparation for what the industry actually looks like today—let alone tomorrow. We're not preparing our young professionals. We're setting them up to play catch-up on day one. To educators: The industry won't wait for curriculum committees. Our students deserve better. To industry leaders: What are you seeing? Are new graduates prepared for the reality of modern hospitality? We need to bridge this gap. Now.
3 likes • 18h
Unfortunately I think this is something that is global. My son just did a debate on using AI tools in school and setting boundaries on how to use. I think schools will be 5-10 years behind. We have to teach them ourselves.
New video just dropped 🎬 — Sora 2 for Marketers (15 real business use cases)
I just shared a brand-new YouTube video walking through 15 practical ways to use Sora 2 for marketing & business—rapid ads, SaaS explainers, personalized landing videos, multilingual variants, testimonials, virtual tours, 3D mascots, and more. What you’ll get - Copy-paste prompts for each example - Notes on realism, audio/lip sync, style consistency - Where each tactic fits (and when not to use it) - Guardrails for brand safety, disclosure, data hygiene Let’s build. 🚀
0 likes • 18h
These are super helpful! Thanks for sharing.
1-5 of 5
@heather-signorelli-1411
Physician & co-founder of NatRevMD. We help practices boost revenue, cut denials & get paid what they’re owed.

Active 44m ago
Joined Oct 1, 2025
Bluffton, SC
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